{"id":"W4411004470","doi":"10.1111/dar.14091","title":"Susceptibility to Hepatitis B Virus Infection Among People Who Inject Drugs in Montreal, Canada","year":2025,"lang":"en","type":"article","venue":"Drug and Alcohol Review","topic":"Hepatitis B Virus Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; Centre Hospitalier de l’Université de Montréal","funders":"National Drug and Alcohol Research Centre; National Health and Medical Research Council; Medical Research Council; Canadian Institutes of Health Research; University of New South Wales","keywords":"Medicine; Hepatitis B virus; Odds ratio; Vaccination; Hepatitis B; Logistic regression; Serology; Internal medicine; Immunology; Virus; Antibody","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004439024,0.0001877845,0.0007681848,0.0001015621,0.00009652261,0.00001463097,0.00004972588,0.00003692846,0.00007056623],"category_scores_gemma":[0.0004316478,0.000163948,0.00006617255,0.0006544276,0.00003717997,0.0000682363,0.00009400712,0.0001813372,0.00001324203],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002985615,"about_ca_system_score_gemma":0.0002714419,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9924234,"about_ca_topic_score_gemma":0.9995875,"domain_scores_codex":[0.9986185,0.0001315448,0.0004286762,0.0003595888,0.0001995858,0.0002620536],"domain_scores_gemma":[0.9993001,0.0001077921,0.00005852653,0.0003021704,0.000098648,0.0001327848],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000007623971,0.00003369055,0.9174658,0.002352052,0.00002888044,0.0000100229,0.0004257092,7.956138e-7,0.00001036609,0.00001039642,0.04558367,0.03407101],"study_design_scores_gemma":[0.0003312594,0.00002999116,0.9752594,0.006346134,0.00008384502,0.000002208166,0.00002440438,0.00002186315,0.00007045965,0.00002715211,0.01767173,0.0001315671],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9559716,0.03681267,0.000005281503,0.002508177,0.0001379661,0.001124047,0.00002463837,0.0000297079,0.003385933],"genre_scores_gemma":[0.7759124,0.2197965,0.00001177253,0.003059248,0.00002646276,0.0001303985,0.00001258214,0.000008334592,0.001042278],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1829838,"threshold_uncertainty_score":0.6685606,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01151484731244678,"score_gpt":0.2884504442013563,"score_spread":0.2769355968889095,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}